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Al-Bazra Initiativefor Heritage and AI العربية

Working with Us

Working with the Initiative

The Initiative is at an early stage. This page explains how collaboration can begin, what each side can expect of the other, and what we will not do under any circumstances.

Where things stand

There are no cooperation agreements at present, and no institution appears on this site as a partner. No institution will be named as a partner without its written consent.

Planned Pilot agreements with holding institutions, to link catalogue records and to trial the Citation Fidelity Standard.

Shared concerns

The institutions we address play different roles, but they share a number of concerns:

To serve these concerns together, we are developing the Citation Fidelity Standard with three building blocks:

Open test set and method

Any operator of a language model can measure its model against the Standard. The result is a separate test report for each model, published with the operator's consent. No ranking of countries is derived from it.

Reference implementation for sovereign operation

The checking routine runs on the institution's own infrastructure, with the model it chooses, so the data do not leave the country.

Provenance and link back to the source

Every record states where it comes from. Holding institutions remain the owners of their collections; they are named, and readers are directed to them.

Planned None of the three building blocks has been published yet.

Libraries and manuscript centres

For institutions that hold manuscripts and maintain their catalogues.

We offer
Linking of manuscript records across catalogues, with a link back to the source at the holding institution; transfer of methods; and a pilot project for the Citation Fidelity Standard.
We expect
Metadata under a clear licence, and scholarly feedback on what we publish.
First step
A first conversation, followed by a written pilot agreement. Email: info@arabian-service.com
We do not
Copy digitised manuscripts to our own servers, or appropriate collections or present them as our own.

Digitised images stay on the servers of the holding institution and are accessed through IIIF alone. Private and family collections are included only with the written consent of their owners, who may withdraw it.

Governments and public bodies

For public bodies with responsibility for language, heritage and AI.

We offer
A reference architecture for sovereign operation, in which the choice of model and hosting follows the needs of the institution, and dialogue on the Charter.
We expect
A framework that respects the Initiative's neutrality and gives no party the right to direct its work.
First step
A technical conversation, treated confidentially. Email: info@arabian-service.com
We do not
Take sides between states.

Conversations with public bodies are confidential: without the consent of the other side, we publish neither their content nor the fact that they took place.

Research

For researchers and research groups in philology, digital humanities and Arabic natural language processing.

We offer
Open test sets and joint publications.
We expect
Proper citation when our material is used, and corrections sent back to us.
First step
An email to the research address: info@arabian-service.com
We do not
Grant anyone exclusive rights to data.

The test sets have not yet been published. No joint work is published until philologists have reviewed it, because AI does not replace scholarship.

Funders

For organisations that fund work on manuscript heritage and AI.

We offer
Projects carried out with local partners in the country concerned, and indicators that can be verified.
We expect
Funding earmarked for a defined purpose, with no influence on results.
First step
A short concept note. Email: info@arabian-service.com
We do not
Accept funds above the cap per funder, or funds tied to particular results.

Principles for every collaboration

The Charter Governance Contact